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confidence

v0.7.0

Access Confidence feature flags, experiments, and migration tools directly from Codex.

CodexClaude Code12 Skills2 MCP serversStreamable HTTP

By Spotify ConfidenceLicense: Apache-2.07 GitHub starsUpdated last month

Directory evidence

Runtimes
Codex and Claude Code
Parsed components
14 skill or MCP entries
Source updated
Aug 6, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install confidence for Codex and Claude Code

Installs for the current user
codex plugin marketplace add IchenDEV/agent-plugin-mkt
codex plugin marketplace upgrade agent-plugin-marketplace
codex plugin add confidence@agent-plugin-marketplace

Paste and run these commands in a terminal with Codex. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/spotify/confidence-ai-plugins

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The repository root is the plugin root.

Plugin files

confidence/
├── .codex-plugin/plugin.json
├── .claude-plugin/plugin.json
├── skills/analyze-project/SKILL.md
├── skills/migrate-eppo/SKILL.md
├── skills/migrate-optimizely/SKILL.md
├── skills/migrate-posthog/SKILL.md
├── skills/migrate-statsig/SKILL.md
├── skills/onboard-confidence/SKILL.md
├── skills/onboard-confidence-dry-run/SKILL.md
├── skills/setup-warehouse/SKILL.md
├── skills/setup-warehouse-bigquery/SKILL.md
├── skills/setup-warehouse-databricks/SKILL.md
├── skills/setup-warehouse-redshift/SKILL.md
├── skills/setup-warehouse-snowflake/SKILL.md
└── .mcp.json

Included Skills12

analyze-projectskills/analyze-project/SKILL.md

Analyze a user's project and propose a meaningful feature flag change using Confidence. Use when the user says /analyze-project, asks what to flag, wants flag suggestions, or asks "what should I feature-flag in my project?"

migrate-epposkills/migrate-eppo/SKILL.md

Migrate feature flags from Eppo to Confidence SDK. Use when the user says /migrate-eppo, asks to migrate Eppo flags, or transform SDK code to Confidence.

migrate-optimizelyskills/migrate-optimizely/SKILL.md

Migrate feature flags from Optimizely to Confidence SDK. Use when the user says /migrate-optimizely, asks to migrate Optimizely flags/rollouts/experiments, or transform Optimizely SDK code to Confidence.

migrate-posthogskills/migrate-posthog/SKILL.md

Migrate feature flags from PostHog to Confidence SDK. Use when the user says /migrate-posthog, asks to migrate PostHog flags, or transform SDK code to Confidence.

migrate-statsigskills/migrate-statsig/SKILL.md

Migrate feature flags from Statsig to Confidence SDK. Use when the user says /migrate-statsig, asks to migrate Statsig gates/configs/experiments, or transform SDK code to Confidence.

onboard-confidenceskills/onboard-confidence/SKILL.md

Create Confidence accounts and onboard users. Use when the user asks to create an account, invite users, onboard to Confidence, or check account status.

onboard-confidence-dry-runskills/onboard-confidence-dry-run/SKILL.md

Dry-run the Confidence onboarding flow to test UX without real API calls. Use when the user says "dry run", "test onboarding", "demo onboarding", or wants to preview the onboarding experience.

setup-warehouseskills/setup-warehouse/SKILL.md

Set up a data warehouse for Confidence experimentation analytics. Use when the user asks to connect a warehouse, set up BigQuery/Snowflake/Databricks/Redshift, or configure data connectors.

setup-warehouse-bigqueryskills/setup-warehouse-bigquery/SKILL.md

Set up BigQuery as a data warehouse for Confidence. Use when the user chose BigQuery for warehouse setup.

setup-warehouse-databricksskills/setup-warehouse-databricks/SKILL.md

Set up Databricks as a data warehouse for Confidence. Use when the user chose Databricks for warehouse setup.

setup-warehouse-redshiftskills/setup-warehouse-redshift/SKILL.md

Set up Redshift as a data warehouse for Confidence. Use when the user chose Redshift for warehouse setup.

setup-warehouse-snowflakeskills/setup-warehouse-snowflake/SKILL.md

Set up Snowflake as a data warehouse for Confidence. Use when the user chose Snowflake for warehouse setup.

MCP servers2

confidence-docsStreamable HTTP
url
https://mcp.confidence.dev/mcp/docs
confidence-flagsStreamable HTTP
url
https://mcp.confidence.dev/mcp/flags

Plugin manifests2

.codex-plugin/plugin.json
{
  "name": "confidence",
  "version": "0.7.0",
  "description": "Access Confidence feature flags, experiments, and migration tools directly from Codex.",
  "author": {
    "name": "Spotify Confidence",
    "url": "https://confidence.spotify.com"
  },
  "homepage": "https://confidence.spotify.com",
  "repository": "https://github.com/spotify/confidence-ai-plugins",
  "license": "Apache-2.0",
  "keywords": [
    "feature-flags",
    "experiments",
    "a/b-testing",
    "migration",
    "openfeature"
  ],
  "skills": "./skills/",
  "mcpServers": "./.mcp.json",
  "interface": {
    "displayName": "Confidence",
    "shortDescription": "Feature flags, experiments, and migration tools",
    "longDescription": "Access Confidence feature flags, experiments, and migration tools directly from Codex. Create, list, resolve, and target feature flags. Migrate from PostHog, Eppo, Statsig, or Optimizely to Confidence SDK.",
    "developerName": "Spotify Confidence",
    "category": "Productivity",
    "capabilities": [
      "Read",
      "Write"
    ],
    "websiteURL": "https://confidence.spotify.com",
    "defaultPrompt": [
      "List my feature flags",
      "Create a flag called new-checkout with a boolean schema",
      "Migrate my PostHog flags to Confidence"
    ],
    "logo": "./assets/logo.svg"
  }
}
.claude-plugin/plugin.json
{
  "name": "confidence",
  "description": "Access Confidence feature flags, experiments, and migration tools directly from Claude Code.",
  "version": "0.7.0",
  "author": {
    "name": "Spotify Confidence",
    "url": "https://confidence.spotify.com"
  },
  "homepage": "https://confidence.spotify.com",
  "repository": "https://github.com/spotify/confidence-ai-plugins",
  "license": "Apache-2.0",
  "logo": "assets/logo.svg",
  "keywords": [
    "feature-flags",
    "experiments",
    "a/b-testing",
    "migration",
    "openfeature"
  ]
}

For maintainers

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[confidence on Agent Plugins Marketplace](https://pluginsmp.com/plugins/confidence)